General ML · online learning papers, 2023–2026
General machine learning: online_learning
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 416 papers are tagged with this topic.
Key findings
- General ML · online learning fell from 107 papers in 2023 to 105 in 2026, so interest is cooling.
- NeurIPS publishes the most General ML · online learning work: 199 papers from 2023 to 2026, 48% of the four-venue total.
- The fastest-growing overlap is with Theory · optimization: papers tagged with both rose from 0 in 2023 to 6 in 2026.
- Among the 6 topics under General Machine Learning, it ranks #6 by 2026 paper count; the fastest grower in the group, General ML · evaluation, is up 4.3x versus 1.0x here.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 58 | 9 | 36 | 4 | 107 |
| 2024 | 48 | 9 | 33 | 6 | 96 |
| 2025 | 59 | 9 | 37 | 3 | 108 |
| 2026 | 34 | 13 | 49 | 9 | 105 |
Representative papers
Spread across years and venues so every edition shows up
- NeurIPS 2026$\delta$-Mem: : Efficient Online Memory For Large Language Models
- ICML 2026Beyond Point-wise Neural Collapse: A Topology-Aware Hierarchical Classifier for Class-Incremental Learning
- ICLR 2026Rethinking Data Curation in LLM Training: Online Reweighting Offers Better Generalization than Offline Methods
- CVPR 2026Dynamic Momentum Recalibration in Online Gradient Learning
- NeurIPS 2025$O(\sqrt{T})$ Static Regret and Instance Dependent Constraint Violation for Constrained Online Convex Optimization
- ICML 2025A Online Statistical Framework for Out-of-Distribution Detection
- ICLR 2025Event-Driven Online Vertical Federated Learning
- CVPR 2025InteractionMap: Improving Online Vectorized HDMap Construction with Interaction
- NeurIPS 2024A Theory of Optimistically Universal Online Learnability for General Concept Classes
- ICML 2024A General Online Algorithm for Optimizing Complex Performance Metrics
- ICLR 2024Learning No-Regret Sparse Generalized Linear Models with Varying Observation(s)
- CVPR 2024Dual-Enhanced Coreset Selection with Class-wise Collaboration for Online Blurry Class Incremental Learning
- NeurIPS 2023A Batch-to-Online Transformation under Random-Order Model
- ICML 2023Banker Online Mirror Descent: A Universal Approach for Delayed Online Bandit Learning
- ICLR 2023Online Bias Correction for Task-Free Continual Learning
- CVPR 2023VisFusion: Visibility-Aware Online 3D Scene Reconstruction From Videos
- NeurIPS 2026A Single-Sample Polylogarithmic Regret Bound for Nonstationary Online Linear Programming
- ICML 2026CARE: Adaptive Calibration for Reliable Recommendations
- ICLR 2026Semi-Parametric Contextual Pricing with General Smoothness
- CVPR 2026Online3R Online Learning for Consistent Sequential Reconstruction Based on Geometry
All General ML · online learning papers
416 papers, page 8 of 9
- ICML 2023Parallel Online Clustering of Bandits via Hedonic Game
- ICML 2023Regret Minimization and Convergence to Equilibria in General-sum Markov Games
- ICML 2023Solving Linear Programs with Fast Online Learning Algorithms
- ICML 2023Speed-Oblivious Online Scheduling: Knowing (Precise) Speeds is not Necessary
- ICML 2023Training Deep Surrogate Models with Large Scale Online Learning
- ICML 2023Unconstrained Online Learning with Unbounded Losses
- ICML 2023Understanding the Role of Feedback in Online Learning with Switching Costs
- ICML 2023What can online reinforcement learning with function approximation benefit from general coverage conditions?
- NeurIPS 2023A Batch-to-Online Transformation under Random-Order Model
- NeurIPS 2023A Trichotomy for Transductive Online Learning
- NeurIPS 2023Adapting to Continuous Covariate Shift via Online Density Ratio Estimation
- NeurIPS 2023Adaptive Selective Sampling for Online Prediction with Experts
- NeurIPS 2023Adversarial Attacks on Online Learning to Rank with Click Feedback
- NeurIPS 2023Advice Querying under Budget Constraint for Online Algorithms
- NeurIPS 2023An Adaptive Algorithm for Learning with Unknown Distribution Drift
- NeurIPS 2023An Improved Relaxation for Oracle-Efficient Adversarial Contextual Bandits
- NeurIPS 2023Anytime Model Selection in Linear Bandits
- NeurIPS 2023Attacks on Online Learners: a Teacher-Student Analysis
- NeurIPS 2023Beyond Black-Box Advice: Learning-Augmented Algorithms for MDPs with Q-Value Predictions
- NeurIPS 2023Black-Box Differential Privacy for Interactive ML
- NeurIPS 2023Blocked Collaborative Bandits: Online Collaborative Filtering with Per-Item Budget Constraints
- NeurIPS 2023Discrete-Smoothness in Online Algorithms with Predictions
- NeurIPS 2023Ecosystem-level Analysis of Deployed Machine Learning Reveals Homogeneous Outcomes
- NeurIPS 2023Efficient Online Clustering with Moving Costs
- NeurIPS 2023Equal Opportunity of Coverage in Fair Regression
- NeurIPS 2023Follow-ups Also Matter: Improving Contextual Bandits via Post-serving Contexts
- NeurIPS 2023Logarithmic-Regret Quantum Learning Algorithms for Zero-Sum Games
- NeurIPS 2023No-regret Algorithms for Fair Resource Allocation
- NeurIPS 2023No-Regret Learning with Unbounded Losses: The Case of Logarithmic Pooling
- NeurIPS 2023No-Regret Online Prediction with Strategic Experts
- NeurIPS 2023Non-stationary Experimental Design under Linear Trends
- NeurIPS 2023On the Learnability of Multilabel Ranking
- NeurIPS 2023On the Minimax Regret for Online Learning with Feedback Graphs
- NeurIPS 2023Online Ad Allocation with Predictions
- NeurIPS 2023Online Ad Procurement in Non-stationary Autobidding Worlds
- NeurIPS 2023Online Adaptive Policy Selection in Time-Varying Systems: No-Regret via Contractive Perturbations
- NeurIPS 2023Online Constrained Meta-Learning: Provable Guarantees for Generalization
- NeurIPS 2023Online Control for Meta-optimization
- NeurIPS 2023Online Convex Optimization with Unbounded Memory
- NeurIPS 2023Online Inventory Problems: Beyond the i.i.d. Setting with Online Convex Optimization
- NeurIPS 2023Online Label Shift: Optimal Dynamic Regret meets Practical Algorithms
- NeurIPS 2023Online learning of long-range dependencies
- NeurIPS 2023Online Learning under Adversarial Nonlinear Constraints
- NeurIPS 2023Online List Labeling with Predictions
- NeurIPS 2023Online Nonstochastic Model-Free Reinforcement Learning
- NeurIPS 2023Online Performative Gradient Descent for Learning Nash Equilibria in Decision-Dependent Games
- NeurIPS 2023Online Pricing for Multi-User Multi-Item Markets
- NeurIPS 2023Online RL in Linearly $q^\pi$-Realizable MDPs Is as Easy as in Linear MDPs If You Learn What to Ignore
- NeurIPS 2023Online robust non-stationary estimation
- NeurIPS 2023Optimal Rates for Bandit Nonstochastic Control
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FAQ
- How many General ML · online learning papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?
- 416 in total: 107 in 2023, 96 in 2024, 108 in 2025, 105 in 2026.
- How many General ML · online learning papers are at NeurIPS 2026?
- NeurIPS 2026 has 34 General ML · online learning papers, versus 59 the year before.
- How many General ML · online learning papers are at ICLR 2026?
- ICLR 2026 has 13 General ML · online learning papers, versus 9 the year before.
- How many General ML · online learning papers are at ICML 2026?
- ICML 2026 has 49 General ML · online learning papers, versus 37 the year before.
- How many General ML · online learning papers are at CVPR 2026?
- CVPR 2026 has 9 General ML · online learning papers, versus 3 the year before.
- Which conference publishes the most General ML · online learning papers?
- NeurIPS, with 199 papers from 2023 to 2026.